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scientist. The book presents a comprehensive overview of the mathematical foundations of the programming language R and of its applications to data;
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worldwide importance. The book gives the mathematical foundations to handle data properly. It introduces basics and functionalities of the R;
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number of lecture notes for classes the author has taught on data science and statistical programming using the R programming language. Modern;
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This approachable introduction to doing data science in R provides step-by-step advice on using the tools and statistical methods to carry;
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github.com/Apress/beg-data-science-r4. What You Will Learn Perform data science and analytics using statistics and the R programming language;
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in theoretical computer science and its mathematical foundations are addressed, from algorithms and data structures, to complexity, automata, semantics;
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Learn data science by doing data science! Data Science Using Python and R will get you plugged into the world's two most widespread;
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> Shows how to analyze data using R software and provides R scripts for all examples and figures;
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data using magrittr and dplyr Write functions with R for data science, data mining, and analytics-based applications Visualize data with;
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then transform that data using magrittr and dplyr Write functions with R for data science, data mining, and analytics-based applications;
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Examine the latest technological advancements in building a scalable machine-learning model with big data using R. This second edition;
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. After using this handy quick reference guide, you'll have the code, APIs, and insights to write data science-based applications in the R;
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Geometric and topological inference deals with the retrieval of information about a geometric object using only a finite set of possibly;
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Geometric and topological inference deals with the retrieval of information about a geometric object using only a finite set of possibly;
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Learn the essence of data science and visualization using R in no time at all About This Book * Become a pro at making stunning;
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mathematical details. It contains many applied examples using the R statistical programming environment. Written in an accessible tone and style, this;
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mathematical details. It contains many applied examples using the R statistical programming environment. Written in an accessible tone and style, this;
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>Shows how to analyze data using R software Provides R scripts for all examples and figures ;
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engineering data analysis using R.;
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and Practice delivers a comprehensive treatment of the mathematical and statistical models useful for analyzing data sets arising in various;
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This textbook offers an easy-to-follow, practical guide to modern data analysis using the programming language R. The chapters cover topics;
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Data Science for Business with R focuses on the concepts foundational for students starting a business analytics or data science course;
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examples. This clear and concise book covers human genetic epidemiology, using R in data analysis, including multivariate;
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This volume constitutes the refereed proceedings of the 36th International Symposium on Mathematical Foundations of Computer Science, MFCS;
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Data science is a highly interdisciplinary field, incorporating ideas from applied mathematics, statistics, probability, and computer;
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introduction to R, machine learning, mathematical models, data wrangling, and reporting Uses a practical tone and integrates multiple topics in a;
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using data science tools widely used in industry, academia, and government. It introduces the tidyverse suite of R packages, including the;
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